{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T15:57:29Z","timestamp":1759334249250,"version":"build-2065373602"},"reference-count":16,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,6,8]],"date-time":"2025-06-08T00:00:00Z","timestamp":1749340800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,6,8]],"date-time":"2025-06-08T00:00:00Z","timestamp":1749340800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,6,8]]},"DOI":"10.1109\/iccworkshops67674.2025.11162180","type":"proceedings-article","created":{"date-parts":[[2025,9,22]],"date-time":"2025-09-22T17:42:25Z","timestamp":1758562945000},"page":"250-255","source":"Crossref","is-referenced-by-count":0,"title":["Rethinking the Reward Design for DRL in Mobile Communication Systems with Generative Diffusion Models"],"prefix":"10.1109","author":[{"given":"Xinren","family":"Zhang","sequence":"first","affiliation":[{"name":"The Hong Kong University of Science and Technology (Guangzhou),Internet of Things Thrust,Guangzhou,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chen","family":"Shang","sequence":"additional","affiliation":[{"name":"The Hong Kong University of Science and Technology (Guangzhou),Internet of Things Thrust,Guangzhou,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiadong","family":"Yu","sequence":"additional","affiliation":[{"name":"The Hong Kong University of Science and Technology (Guangzhou),Internet of Things Thrust,Guangzhou,China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2022.3207346"},{"article-title":"Understanding learned reward functions","year":"2020","author":"Michaud","key":"ref2"},{"article-title":"Concrete problems in AI safety, revisited","year":"2023","author":"Raji","key":"ref3"},{"key":"ref4","first-page":"20 118","article-title":"Explicable reward design for reinforcement learning agents","volume-title":"Proc. Adv. Neural Inf. Process. Syst","volume":"34","author":"Devidze"},{"article-title":"Designing rewards for fast learning","year":"2022","author":"Sowerby","key":"ref5"},{"key":"ref6","first-page":"6840","article-title":"Denoising diffusion probabilistic models","volume-title":"Proc. Adv. Neural Inf. Process. Syst","volume":"33","author":"Ho"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/comst.2024.3400011"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/tvt.2025.3566034"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v30i1.10295"},{"key":"ref10","first-page":"20 436","article-title":"Exponential bellman equation and improved regret bounds for risk-sensitive reinforcement learning","volume-title":"Proc. Adv. Neural Inf. Process. Syst","volume":"34","author":"Fei"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2023.3253905"},{"article-title":"Denoising diffusion implicit models","year":"2020","author":"Song","key":"ref12"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2023.3287540"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/lwc.2024.3429236"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/MVT.2019.2921627"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2024.3418011"}],"event":{"name":"2025 IEEE International Conference on Communications Workshops (ICC Workshops)","start":{"date-parts":[[2025,6,8]]},"location":"Montreal, QC, Canada","end":{"date-parts":[[2025,6,12]]}},"container-title":["2025 IEEE International Conference on Communications Workshops (ICC Workshops)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11160700\/11162126\/11162180.pdf?arnumber=11162180","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,30]],"date-time":"2025-09-30T14:55:49Z","timestamp":1759244149000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11162180\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,8]]},"references-count":16,"URL":"https:\/\/doi.org\/10.1109\/iccworkshops67674.2025.11162180","relation":{},"subject":[],"published":{"date-parts":[[2025,6,8]]}}}